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Automatic Speech and Speaker Recognition Advanced Topics

by Chin-Hui Lee

  • ISBN: 9780792397069
  • ISBN10: 0792397061

Automatic Speech and Speaker Recognition Advanced Topics

by Chin-Hui Lee

  • List Price: $389.00
  • Binding: Hardcover
  • Publisher: Kluwer Academic Print on Demand
  • Publish date: 06/01/1996
  • ISBN: 9780792397069
  • ISBN10: 0792397061
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Description: 1 An Overview of Automatic Speech Recognition.- 2 An Overview of Speaker Recognition Technology.- 3 Maximum Mutual Information Estimation of Hidden Markov Models.- 4 Bayesian Adaptive Learning and Map Estimation of HMM.- 5 Statistical and Discriminative Methods for Speech Recognition.- 6 Context Dependent Vector Quantization for Speech Recognition.- 7 Hidden Markov Network for Precise Acoustic Modeling.- 8 From HMMS to Segment Models: Stochastic Modeling for CSR.- 9 Voice Identification Using Nonparametric Density Matching.- 10 The Use of Recurrent Networks in Continuous Speech Recognition.- 11 Hybrid Connnectionist Models for Continuous Speech Recognition.- 12 Automatic Generation of Detailed Pronunciation Lexicons.- 13 Word Spotting -- Extracting Partial Information from Continuous Utterances.- 14 Spectral Dynamics for Speech Recognition under Adverse Conditions.- 15 Signal Processing for Robust Speech Recognition.- 16 Dynamic Programming Search: from Digit Strings to Large Vocabulary Word Graphs.- 17 Fast Matching Techniques.- 18 Multiple-Pass Search Strategies.- 19 Issues in Practical Large Vocabulary Isolated Word Recognition: The IBM Tangora System.- 20 From Sphinx-II to Whisper: Making Speech Recognition Usable.
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